Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

30min video analysis for $0.003 via frame-tiling and Vision API

Details

External ID
46665035
Source
HN
Company
—
Product
30min video analysis for $0.003 via frame-tiling and Vision API
Website domain
github.com
Launched
Jan. 18, 2026
Cohort
—
Upvotes
7
Upvotes percentile
0.3544137022397892
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Enrichment

Theme
ai video generation and editing tools
Vertical
Horizontal
Function
—
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
low-cost video analysis via vision api
Manually corrected
False

Could you build this?

Yes The technique extracts video frames using ffmpeg, tiles them into single composite images, and sends them to a standard multimodal Vision API (like Gemini or GPT-4o) to minimize token cost.

Discussion

2 comments analyzed.

Competitors

Other products that read as similar to this one — 666 launches clear the similarity bar, closest 8 shown.

Attention rank: #429 of 667 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 79 days after the earliest competitor.

Other launches for this product